Bare-Metal GPUs

Last update: August 19, 2024

Bare metal GPUs delivered over the cloud allow businesses and data scientists to have more control over their cloud workloads and save costs. +Show More

Bare metal GPUs delivered over the cloud allow businesses and data scientists to have more control over their cloud workloads and save costs. These cloud GPU services are part of Bare-Metal-as-a-Service (BMaaS) offering.

Bare metal servers are dedicated to a single user while typical cloud GPUs are virtual servers and can experience problems such as noisy neighbors.

Bare metal GPU providers must offer at least one GPU model as a dedicated bare metal server to their customers.

If you’d like to learn about the ecosystem consisting of Bare-Metal GPUs and others, feel free to check AIMultiple Cloud.
How relevant, verifiable metrics drive AIMultiple’s rankings

AIMultiple uses relevant & verifiable metrics to evaluate vendors.

Metrics are selected based on typical enterprise procurement processes ensuring that market leaders, fast-growing challengers, feature-complete solutions and cost-effective solutions are ranked highly so they can be shortlisted.
Data regarding these metrics are collected from public sources as outlined in the “What are AIMultiple’s data sources?” section of this page.


There are 2 ways in which vendor metrics are processed to help prioritization:
1- Vendors are grouped within 4 metrics (customer satisfaction, market presence, growth and features) according to their performance in that metric.
2- Vendors that perform high in these metrics are ranked higher in the list.


The data used in each vendor’s ranking can be accessed by expanding the vendor’s row in the below list.
This page includes links to AIMultiple’s sponsors. Sponsored links are included in “Visit Website” buttons and ranked at the top of the list when results are sorted by “Sponsored”. Sponsors have no say over the ranking which is based on market data. Organic ranking can be seen by sorting by “AIMultiple” or other sorting approaches. For more on how AIMultiple works, please see the ethical standards that we follow and how we fund our research.

Products Position Customer satisfaction
Oracle Cloud Infrastructure (OCI) logo

Oracle Cloud Infrastructure (OCI)

Leader
Satisfactory
Offers computing infrastructure and software for organizations to build and run a wide range of applications.
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Average rating
4.11 / 5 based on ~200 reviews
Market presence
Company's number of employees
100k-1m employees
Company's social media followers
9m-10m followers
Gcore AI GPU Cloud Infrastructure logo

Gcore AI GPU Cloud Infrastructure

Leader
Satisfactory
Gcore offers bare metal servers and virtual machines are equipped with NVIDIA A100 and H100 GPUs.
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Average rating
4.70 / 5 based on ~20 reviews
Market presence
Company's number of employees
400-1k employees
Company's social media followers
10k-20k followers
Company
Type of company
private
Founding year
2014
Latitude.sh logo

Latitude.sh

Leader
Satisfactory
Cloud platform built for developers. Manage your bare metal GPU instances with the cloud native tools you already use.
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Average rating
4.80 / 5 based on ~10 reviews
Market presence
Company's number of employees
50-100 employees
Company's social media followers
5k-10k followers
Company
Type of company
private
Founding year
2001
Exoscale logo

Exoscale

Leader
N/A
Exoscale provides Cloud hosting with an emphasis on Simplicity, Scalability and Safety for SaaS companies and web applications. Thanks to a simple and intuitive web administration interface and coupled with a no-surprise pricing plan, Exoscale makes complex infrastructure concepts easily palatable. Exoscale is fully self-service and lets customers get up and running in minutes. Exoscale relies on rock-solid infrastructure components and engineering to ensure maximum scalability, reliability as well as performance. Based in Lausanne Switzerland, and with data-centers spread-out throughout Switzerland and Europe, Exoscale benefits from one of the best data protection.
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Average rating
1.00 / 5 based on 2 reviews
Market presence
Company's number of employees
50-100 employees
Company's social media followers
5k-10k followers
# of funding rounds
2
Latest funding date
February 12, 2016
Company
Type of company
private
Founding year
2011
Hetzner Dedicated Server logo

Hetzner Dedicated Server

Leader
N/A
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
100-200 employees
Company's social media followers
5k-10k followers
Company
Type of company
private
Founding year
1997
Jarvis Labs logo

Jarvis Labs

Challenger
N/A
Offers cloud GPU services for AI engineers and researchers to train and deploy AI, ML and DL models.
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Average rating
3.50 / 5 based on 1 review
Market presence
Company's number of employees
20-30 employees
Company's social media followers
2k-3k followers
Company
Type of company
private
Founding year
2019
Cirrascale Cloud Services logo

Cirrascale Cloud Services

Challenger
N/A
Cirrascale Cloud Services provides public and private dedicated, GPU & IPU cloud solutions for deep learning.
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
30-40 employees
Company's social media followers
1k-2k followers
Company
Type of company
private
Founding year
2017
LeaderGPU logo

LeaderGPU

Challenger
N/A
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
1-5 employees
Company's social media followers
100-200 followers
Company
Type of company
private
Founding year
2012
vXtream Bare Metal GPU logo

vXtream Bare Metal GPU

Challenger
N/A
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
5-10 employees
Company's social media followers
100-200 followers
Company
Type of company
private
Founding year
2001
DataCrunch logo

DataCrunch

Challenger
N/A
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
20-30 employees
Company's social media followers
1k-2k followers
Total funding
$1-5m
# of funding rounds
1
Latest funding date
November 15, 2021
Last funding amount
$1-5m
Company
Type of company
private
Founding year
2018

“-”: AIMultiple team has not yet verified that vendor provides the specified feature. AIMultiple team focuses on feature verification for top 10 vendors.


Sources

AIMultiple uses these data sources for ranking solutions and awarding badges in bare-metal GPUs:


4 vendor web domains
3 funding announcements
12 social media profiles
9 search engine queries

Bare-Metal GPUs Leaders

According to the weighted combination of 4 metrics

Oracle Cloud Infrastructure (OCI) logo
Gcore AI GPU Cloud Infrastructure logo
Latitude.sh logo
Exoscale logo
Hetzner Dedicated Server logo

What are bare-metal GPUs
customer satisfaction leaders?

Taking into account the latest metrics outlined below, these are the current bare-metal GPUs customer satisfaction leaders:

Oracle Cloud Infrastructure (OCI) logo
Gcore AI GPU Cloud Infrastructure logo
Latitude.sh logo
Exoscale logo
Hetzner Dedicated Server logo

Which bare-metal GPUs solution provides the most customer satisfaction?

AIMultiple uses product and service reviews from multiple review platforms in determining customer satisfaction.

While deciding a product's level of customer satisfaction, AIMultiple takes into account its number of reviews, how reviewers rate it and the recency of reviews.

  • Number of reviews is important because it is easier to get a small number of high ratings than a high number of them.
  • Recency is important as products are always evolving.
  • Reviews older than 5 years are not taken into consideration
  • older than 12 months have reduced impact in average ratings in line with their date of publishing.

What are bare-metal GPUs
market leaders?

Taking into account the latest metrics outlined below, these are the current bare-metal GPUs market leaders:

Oracle Cloud Infrastructure (OCI) logo
Gcore AI GPU Cloud Infrastructure logo
Latitude.sh logo
Hetzner Dedicated Server logo
Exoscale logo

Which one has collected the most reviews?

AIMultiple uses multiple datapoints in identifying market leaders:

  • Product line revenue (when available)
  • Number of reviews
  • Number of case studies
  • Number and experience of employees
  • Social media presence and engagement
Out of these, number of reviews information is available for all products and is summarized in the graph:

Oracle Cloud Infrastructure (OCI)
Gcore AI GPU Cloud Infrastructure
Latitude.sh
Exoscale
Jarvis Labs

What are the most mature bare-metal GPUs?

Which one has the most employees?

DataScience logo
 logo
Hetzner Domain Registration logo
 logo
Exoscale logo

Which bare-metal GPUs companies have the most employees?

65 employees work for a typical company in this solution category which is 42 more than the number of employees for a typical company in the average solution category.

In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 8 companies with >10 employees are offering bare-metal gpus. Top 3 products are developed by companies with a total of 100k employees. The largest company in this domain is DataScience with more than 100,000 employees. DataScience provides the bare-metal gpus solution: Oracle Cloud Infrastructure (OCI)

DataScience
Hetzner Domain Registration
Exoscale

Insights

What is the average customer size?

According to customer reviews, most common company size for bare-metal GPUs customers is 1-50 Employees. Customers with 1-50 Employees make up 63% of bare-metal GPUs customers. For an average Cloud solution, customers with 1-50 Employees make up 45% of total customers.

Customer Evaluation

These scores are the average scores collected from customer reviews for all bare-metal GPUs. bare-metal GPUs are most positively evaluated in terms of "Ease of Use" but falls behind in "Customer Service".

Overall
Customer Service
Ease of Use
Likelihood to Recommend
Value For Money

Where are bare-metal GPUs vendors' HQs located?

What is the level of interest in bare-metal GPUs?

This category was searched on average for 41 times per month on search engines in 2023. This number has increased to 79 in 2024. If we compare with other cloud solutions, a typical solution was searched 408 times in 2023 and this decreased to 345 in 2024.

Related Solutions